Semantic Entity Recognition on SROIE
98.45SER AccuracyGraphDoc
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphDoc#Params=265M2024.09 | 98.45 | |
| Wukong-Reader#Params=470M2024.09 | 98.15 | |
| mmLayout#Params=large2024.09 | 97.91 | |
| UNER#Params=base, supervised_pretrained=true2024.09 | 97.61 | |
| ERNIE-Layout#Params=large2024.09 | 97.55 | |
| LayoutMask#Params=404M2024.09 | 97.27 | |
| RORE-GeoLayoutLM#Params=399M+242024.09 | 96.97 | |
| StrucTexT#Params=107M2024.09 | 96.88 | |
| BROS#Params=340M2024.09 | 96.62 | |
| GeoLayoutLM#Params=399M, reproduced=true2024.09 | 96.62 | |
| RORE-LayoutLMv3#Params=368M+242024.09 | 96.59 | |
| MatchVIE#Params=base2024.09 | 96.57 | |
| LayoutLMv3#Params=368M, reproduced=true2024.09 | 96.12 | |
| RORE-LayoutLMv3#Params=133M+122024.09 | 95.65 | |
| LayoutLMv3#Params=133M, reproduced=true2024.09 | 94.8 |